Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 57 |
| Missing cells | 23 |
| Missing cells (%) | 2.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.0 KiB |
| Average record size in memory | 162.2 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 14 |
Country has a high cardinality: 57 distinct values | High cardinality |
Skrót has a high cardinality: 57 distinct values | High cardinality |
New_business_density is highly correlated with Corruption | High correlation |
PDI is highly correlated with IDV and 4 other fields | High correlation |
IDV is highly correlated with PDI and 4 other fields | High correlation |
LTO is highly correlated with IVR | High correlation |
IVR is highly correlated with LTO and 2 other fields | High correlation |
Urban_population is highly correlated with PDI and 3 other fields | High correlation |
Alcohol_consumption is highly correlated with IDV and 2 other fields | High correlation |
Work_time is highly correlated with PDI and 4 other fields | High correlation |
Corruption is highly correlated with New_business_density and 5 other fields | High correlation |
Democracy is highly correlated with PDI and 6 other fields | High correlation |
New_business_density is highly correlated with Corruption | High correlation |
PDI is highly correlated with IDV and 4 other fields | High correlation |
IDV is highly correlated with PDI and 4 other fields | High correlation |
IVR is highly correlated with Urban_population and 1 other fields | High correlation |
Urban_population is highly correlated with PDI and 3 other fields | High correlation |
Alcohol_consumption is highly correlated with IDV and 1 other fields | High correlation |
Work_time is highly correlated with PDI and 5 other fields | High correlation |
Corruption is highly correlated with New_business_density and 5 other fields | High correlation |
Democracy is highly correlated with PDI and 4 other fields | High correlation |
PDI is highly correlated with IDV and 2 other fields | High correlation |
IDV is highly correlated with PDI and 1 other fields | High correlation |
Work_time is highly correlated with Democracy | High correlation |
Corruption is highly correlated with PDI and 1 other fields | High correlation |
Democracy is highly correlated with PDI and 3 other fields | High correlation |
Alcohol is highly correlated with Skrót and 1 other fields | High correlation |
Religion_2 is highly correlated with Skrót and 1 other fields | High correlation |
Skrót is highly correlated with Alcohol and 4 other fields | High correlation |
Religion is highly correlated with Skrót and 1 other fields | High correlation |
Cultural_cohesion is highly correlated with Skrót and 1 other fields | High correlation |
Country is highly correlated with Alcohol and 4 other fields | High correlation |
Country is highly correlated with Skrót and 18 other fields | High correlation |
Skrót is highly correlated with Country and 18 other fields | High correlation |
New_business_density is highly correlated with Country and 4 other fields | High correlation |
PDI is highly correlated with Country and 11 other fields | High correlation |
IDV is highly correlated with Country and 9 other fields | High correlation |
MAS is highly correlated with Country and 5 other fields | High correlation |
UAI is highly correlated with Country and 9 other fields | High correlation |
LTO is highly correlated with Country and 1 other fields | High correlation |
IVR is highly correlated with Country and 4 other fields | High correlation |
Urban_population is highly correlated with Country and 2 other fields | High correlation |
Alcohol_consumption is highly correlated with Country and 5 other fields | High correlation |
Alcohol is highly correlated with Country and 3 other fields | High correlation |
Cultural_cohesion is highly correlated with Country and 1 other fields | High correlation |
Religion is highly correlated with Country and 8 other fields | High correlation |
Religion_2 is highly correlated with Country and 4 other fields | High correlation |
Work_time is highly correlated with Country and 7 other fields | High correlation |
Corruption is highly correlated with Country and 7 other fields | High correlation |
Education is highly correlated with Country and 4 other fields | High correlation |
Democracy is highly correlated with Country and 8 other fields | High correlation |
Vacc is highly correlated with Country and 2 other fields | High correlation |
LTO has 2 (3.5%) missing values | Missing |
IVR has 3 (5.3%) missing values | Missing |
Religion_2 has 11 (19.3%) missing values | Missing |
Work_time has 5 (8.8%) missing values | Missing |
Education has 2 (3.5%) missing values | Missing |
Country is uniformly distributed | Uniform |
Skrót is uniformly distributed | Uniform |
Country has unique values | Unique |
Skrót has unique values | Unique |
New_business_density has unique values | Unique |
Urban_population has unique values | Unique |
Education has 1 (1.8%) zeros | Zeros |
Democracy has 14 (24.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-27 20:43:04.529696 |
|---|---|
| Analysis finished | 2022-05-27 20:43:18.223872 |
| Duration | 13.69 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 57 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 584.0 B |
| Albania | 1 |
|---|---|
| Latvia | 1 |
| Luxembourg | 1 |
| Malaysia | 1 |
| Malta | 1 |
| Other values (52) |
Length
| Max length | 22 |
|---|---|
| Median length | 14 |
| Mean length | 8 |
| Min length | 4 |
Characters and Unicode
| Total characters | 456 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 57 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Albania |
|---|---|
| 2nd row | Algeria |
| 3rd row | Argentina |
| 4th row | Armenia |
| 5th row | Australia |
Common Values
| Value | Count | Frequency (%) |
| Albania | 1 | 1.8% |
| Latvia | 1 | 1.8% |
| Luxembourg | 1 | 1.8% |
| Malaysia | 1 | 1.8% |
| Malta | 1 | 1.8% |
| Mexico | 1 | 1.8% |
| Moldova | 1 | 1.8% |
| Morocco | 1 | 1.8% |
| Netherlands | 1 | 1.8% |
| New Zealand | 1 | 1.8% |
| Other values (47) | 47 |
Length
| Value | Count | Frequency (%) |
| albania | 1 | 1.6% |
| latvia | 1 | 1.6% |
| argentina | 1 | 1.6% |
| armenia | 1 | 1.6% |
| australia | 1 | 1.6% |
| azerbaijan | 1 | 1.6% |
| bangladesh | 1 | 1.6% |
| belgium | 1 | 1.6% |
| bosnia | 1 | 1.6% |
| and | 1 | 1.6% |
| Other values (54) | 54 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 68 | |
| e | 38 | 8.3% |
| i | 37 | 8.1% |
| n | 36 | 7.9% |
| r | 30 | 6.6% |
| l | 27 | 5.9% |
| o | 21 | 4.6% |
| d | 16 | 3.5% |
| u | 15 | 3.3% |
| t | 14 | 3.1% |
| Other values (35) | 154 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 386 | |
| Uppercase Letter | 63 | 13.8% |
| Space Separator | 7 | 1.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 68 | |
| e | 38 | |
| i | 37 | |
| n | 36 | |
| r | 30 | 7.8% |
| l | 27 | 7.0% |
| o | 21 | 5.4% |
| d | 16 | 4.1% |
| u | 15 | 3.9% |
| t | 14 | 3.6% |
| Other values (14) | 84 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 6 | 9.5% |
| A | 6 | 9.5% |
| M | 5 | 7.9% |
| B | 5 | 7.9% |
| P | 5 | 7.9% |
| C | 4 | 6.3% |
| I | 4 | 6.3% |
| N | 3 | 4.8% |
| U | 3 | 4.8% |
| G | 3 | 4.8% |
| Other values (10) | 19 |
Space Separator
| Value | Count | Frequency (%) |
| 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 449 | |
| Common | 7 | 1.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 68 | |
| e | 38 | 8.5% |
| i | 37 | 8.2% |
| n | 36 | 8.0% |
| r | 30 | 6.7% |
| l | 27 | 6.0% |
| o | 21 | 4.7% |
| d | 16 | 3.6% |
| u | 15 | 3.3% |
| t | 14 | 3.1% |
| Other values (34) | 147 |
Common
| Value | Count | Frequency (%) |
| 7 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 456 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 68 | |
| e | 38 | 8.3% |
| i | 37 | 8.1% |
| n | 36 | 7.9% |
| r | 30 | 6.6% |
| l | 27 | 5.9% |
| o | 21 | 4.6% |
| d | 16 | 3.5% |
| u | 15 | 3.3% |
| t | 14 | 3.1% |
| Other values (35) | 154 |
| Distinct | 57 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 584.0 B |
| ALB | 1 |
|---|---|
| LVA | 1 |
| LUX | 1 |
| MYS | 1 |
| MLT | 1 |
| Other values (52) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 171 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 57 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ALB |
|---|---|
| 2nd row | DZA |
| 3rd row | ARG |
| 4th row | ARM |
| 5th row | AUS |
Common Values
| Value | Count | Frequency (%) |
| ALB | 1 | 1.8% |
| LVA | 1 | 1.8% |
| LUX | 1 | 1.8% |
| MYS | 1 | 1.8% |
| MLT | 1 | 1.8% |
| MEX | 1 | 1.8% |
| MDA | 1 | 1.8% |
| MAR | 1 | 1.8% |
| NLD | 1 | 1.8% |
| NZL | 1 | 1.8% |
| Other values (47) | 47 |
Length
| Value | Count | Frequency (%) |
| alb | 1 | 1.8% |
| dza | 1 | 1.8% |
| arg | 1 | 1.8% |
| arm | 1 | 1.8% |
| aus | 1 | 1.8% |
| aze | 1 | 1.8% |
| bgd | 1 | 1.8% |
| bel | 1 | 1.8% |
| bih | 1 | 1.8% |
| bra | 1 | 1.8% |
| Other values (47) | 47 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 20 | 11.7% |
| L | 14 | 8.2% |
| A | 14 | 8.2% |
| S | 10 | 5.8% |
| E | 10 | 5.8% |
| U | 10 | 5.8% |
| N | 9 | 5.3% |
| T | 8 | 4.7% |
| B | 8 | 4.7% |
| P | 8 | 4.7% |
| Other values (15) | 60 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 171 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 20 | 11.7% |
| L | 14 | 8.2% |
| A | 14 | 8.2% |
| S | 10 | 5.8% |
| E | 10 | 5.8% |
| U | 10 | 5.8% |
| N | 9 | 5.3% |
| T | 8 | 4.7% |
| B | 8 | 4.7% |
| P | 8 | 4.7% |
| Other values (15) | 60 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 171 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 20 | 11.7% |
| L | 14 | 8.2% |
| A | 14 | 8.2% |
| S | 10 | 5.8% |
| E | 10 | 5.8% |
| U | 10 | 5.8% |
| N | 9 | 5.3% |
| T | 8 | 4.7% |
| B | 8 | 4.7% |
| P | 8 | 4.7% |
| Other values (15) | 60 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 171 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 20 | 11.7% |
| L | 14 | 8.2% |
| A | 14 | 8.2% |
| S | 10 | 5.8% |
| E | 10 | 5.8% |
| U | 10 | 5.8% |
| N | 9 | 5.3% |
| T | 8 | 4.7% |
| B | 8 | 4.7% |
| P | 8 | 4.7% |
| Other values (15) | 60 |
| Distinct | 57 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.005301409 |
| Minimum | 0.04129152124 |
|---|---|
| Maximum | 23.59313375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 0.04129152124 |
|---|---|
| 5-th percentile | 0.2717950119 |
| Q1 | 1.420295093 |
| median | 3.259612362 |
| Q3 | 7.129563049 |
| 95-th percentile | 17.25402195 |
| Maximum | 23.59313375 |
| Range | 23.55184223 |
| Interquartile range (IQR) | 5.709267956 |
Descriptive statistics
| Standard deviation | 5.297913427 |
|---|---|
| Coefficient of variation (CV) | 1.058460419 |
| Kurtosis | 2.466382752 |
| Mean | 5.005301409 |
| Median Absolute Deviation (MAD) | 2.132107388 |
| Skewness | 1.6666942 |
| Sum | 285.3021803 |
| Variance | 28.06788668 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.52098682 | 1 | 1.8% |
| 8.005012059 | 1 | 1.8% |
| 17.19631182 | 1 | 1.8% |
| 2.366084109 | 1 | 1.8% |
| 17.48486248 | 1 | 1.8% |
| 1.004070385 | 1 | 1.8% |
| 1.863159275 | 1 | 1.8% |
| 1.904285719 | 1 | 1.8% |
| 6.416649578 | 1 | 1.8% |
| 17.83820451 | 1 | 1.8% |
| Other values (47) | 47 |
| Value | Count | Frequency (%) |
| 0.04129152124 | 1 | |
| 0.1372408394 | 1 | |
| 0.1986299336 | 1 | |
| 0.2900862815 | 1 | |
| 0.3532966189 | 1 | |
| 0.3869567202 | 1 | |
| 0.5277483497 | 1 | |
| 0.5660099793 | 1 | |
| 1.004070385 | 1 | |
| 1.090718654 | 1 |
| Value | Count | Frequency (%) |
| 23.59313375 | 1 | |
| 17.83820451 | 1 | |
| 17.48486248 | 1 | |
| 17.19631182 | 1 | |
| 15.64505299 | 1 | |
| 14.47216788 | 1 | |
| 10.31392033 | 1 | |
| 10.10155286 | 1 | |
| 10.01078847 | 1 | |
| 10.00963016 | 1 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 71.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.84210526 |
| Minimum | 13 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 26.8 |
| Q1 | 42 |
| median | 64 |
| Q3 | 80 |
| 95-th percentile | 94.2 |
| Maximum | 100 |
| Range | 87 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 22.66431231 |
|---|---|
| Coefficient of variation (CV) | 0.3664867523 |
| Kurtosis | -0.9003937637 |
| Mean | 61.84210526 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | -0.2229601058 |
| Sum | 3525 |
| Variance | 513.6710526 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 90 | 4 | 7.0% |
| 57 | 2 | 3.5% |
| 80 | 2 | 3.5% |
| 95 | 2 | 3.5% |
| 31 | 2 | 3.5% |
| 35 | 2 | 3.5% |
| 68 | 2 | 3.5% |
| 64 | 2 | 3.5% |
| 40 | 2 | 3.5% |
| 66 | 2 | 3.5% |
| Other values (31) | 35 |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 18 | 1 | |
| 22 | 1 | |
| 28 | 1 | |
| 31 | 2 | |
| 33 | 1 | |
| 34 | 1 | |
| 35 | 2 | |
| 38 | 2 | |
| 40 | 2 |
| Value | Count | Frequency (%) |
| 100 | 1 | 1.8% |
| 95 | 2 | |
| 94 | 1 | 1.8% |
| 93 | 1 | 1.8% |
| 92 | 1 | 1.8% |
| 90 | 4 | |
| 86 | 1 | 1.8% |
| 85 | 2 | |
| 81 | 1 | 1.8% |
| 80 | 2 |
| Distinct | 39 |
|---|---|
| Distinct (%) | 68.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.24561404 |
| Minimum | 6 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 15.4 |
| Q1 | 25 |
| median | 39 |
| Q3 | 67 |
| 95-th percentile | 80 |
| Maximum | 90 |
| Range | 84 |
| Interquartile range (IQR) | 42 |
Descriptive statistics
| Standard deviation | 22.83111966 |
|---|---|
| Coefficient of variation (CV) | 0.5046040406 |
| Kurtosis | -1.208308116 |
| Mean | 45.24561404 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 0.2393900966 |
| Sum | 2579 |
| Variance | 521.2600251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 4 | 7.0% |
| 60 | 4 | 7.0% |
| 46 | 3 | 5.3% |
| 22 | 3 | 5.3% |
| 30 | 3 | 5.3% |
| 25 | 2 | 3.5% |
| 27 | 2 | 3.5% |
| 70 | 2 | 3.5% |
| 35 | 2 | 3.5% |
| 71 | 2 | 3.5% |
| Other values (29) | 30 |
| Value | Count | Frequency (%) |
| 6 | 1 | 1.8% |
| 11 | 1 | 1.8% |
| 13 | 1 | 1.8% |
| 16 | 1 | 1.8% |
| 19 | 1 | 1.8% |
| 20 | 4 | |
| 22 | 3 | |
| 23 | 1 | 1.8% |
| 25 | 2 | |
| 26 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 90 | 1 | |
| 89 | 1 | |
| 80 | 2 | |
| 79 | 1 | |
| 76 | 1 | |
| 75 | 1 | |
| 74 | 1 | |
| 71 | 2 | |
| 70 | 2 | |
| 69 | 1 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 71.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.71929825 |
| Minimum | 5 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 37 |
| median | 47 |
| Q3 | 57 |
| 95-th percentile | 72 |
| Maximum | 95 |
| Range | 90 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 18.78806079 |
|---|---|
| Coefficient of variation (CV) | 0.4021477524 |
| Kurtosis | 0.3198733475 |
| Mean | 46.71929825 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -0.01292664537 |
| Sum | 2663 |
| Variance | 352.9912281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 4 | 7.0% |
| 40 | 3 | 5.3% |
| 64 | 3 | 5.3% |
| 42 | 3 | 5.3% |
| 57 | 2 | 3.5% |
| 43 | 2 | 3.5% |
| 56 | 2 | 3.5% |
| 70 | 2 | 3.5% |
| 47 | 2 | 3.5% |
| 48 | 2 | 3.5% |
| Other values (31) | 32 |
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 14 | 1 | |
| 16 | 1 | |
| 19 | 1 | |
| 26 | 1 | |
| 27 | 1 | |
| 28 | 1 | |
| 30 | 1 |
| Value | Count | Frequency (%) |
| 95 | 1 | 1.8% |
| 88 | 1 | 1.8% |
| 80 | 1 | 1.8% |
| 70 | 2 | |
| 69 | 1 | 1.8% |
| 68 | 1 | 1.8% |
| 66 | 2 | |
| 64 | 3 | |
| 61 | 1 | 1.8% |
| 58 | 1 | 1.8% |
| Distinct | 38 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.56140351 |
| Minimum | 8 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 33.8 |
| Q1 | 60 |
| median | 80 |
| Q3 | 88 |
| 95-th percentile | 98 |
| Maximum | 100 |
| Range | 92 |
| Interquartile range (IQR) | 28 |
Descriptive statistics
| Standard deviation | 22.03407875 |
|---|---|
| Coefficient of variation (CV) | 0.3036611434 |
| Kurtosis | 0.2066676275 |
| Mean | 72.56140351 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.9354320599 |
| Sum | 4136 |
| Variance | 485.5006266 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86 | 5 | 8.8% |
| 70 | 3 | 5.3% |
| 95 | 3 | 5.3% |
| 35 | 2 | 3.5% |
| 98 | 2 | 3.5% |
| 65 | 2 | 3.5% |
| 92 | 2 | 3.5% |
| 80 | 2 | 3.5% |
| 85 | 2 | 3.5% |
| 87 | 2 | 3.5% |
| Other values (28) | 32 |
| Value | Count | Frequency (%) |
| 8 | 1 | |
| 23 | 1 | |
| 29 | 1 | |
| 35 | 2 | |
| 36 | 1 | |
| 40 | 1 | |
| 44 | 1 | |
| 49 | 1 | |
| 50 | 1 | |
| 51 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | 1.8% |
| 99 | 1 | 1.8% |
| 98 | 2 | |
| 96 | 1 | 1.8% |
| 95 | 3 | |
| 94 | 2 | |
| 93 | 1 | 1.8% |
| 92 | 2 | |
| 90 | 1 | 1.8% |
| 88 | 2 |
| Distinct | 38 |
|---|---|
| Distinct (%) | 69.1% |
| Missing | 2 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.14545455 |
| Minimum | 13 |
|---|---|
| Maximum | 88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 32.5 |
| median | 51 |
| Q3 | 68 |
| 95-th percentile | 82.3 |
| Maximum | 88 |
| Range | 75 |
| Interquartile range (IQR) | 35.5 |
Descriptive statistics
| Standard deviation | 20.92881956 |
|---|---|
| Coefficient of variation (CV) | 0.4173622465 |
| Kurtosis | -1.079980211 |
| Mean | 50.14545455 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.05715548033 |
| Sum | 2758 |
| Variance | 438.0154882 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 61 | 4 | 7.0% |
| 82 | 3 | 5.3% |
| 38 | 3 | 5.3% |
| 58 | 2 | 3.5% |
| 52 | 2 | 3.5% |
| 26 | 2 | 3.5% |
| 51 | 2 | 3.5% |
| 35 | 2 | 3.5% |
| 24 | 2 | 3.5% |
| 69 | 2 | 3.5% |
| Other values (28) | 31 |
| Value | Count | Frequency (%) |
| 13 | 1 | |
| 14 | 1 | |
| 20 | 2 | |
| 21 | 1 | |
| 24 | 2 | |
| 25 | 1 | |
| 26 | 2 | |
| 27 | 1 | |
| 28 | 1 | |
| 31 | 1 |
| Value | Count | Frequency (%) |
| 88 | 1 | 1.8% |
| 86 | 1 | 1.8% |
| 83 | 1 | 1.8% |
| 82 | 3 | |
| 81 | 1 | 1.8% |
| 74 | 1 | 1.8% |
| 72 | 1 | 1.8% |
| 71 | 1 | 1.8% |
| 70 | 2 | |
| 69 | 2 |
| Distinct | 40 |
|---|---|
| Distinct (%) | 74.1% |
| Missing | 3 |
| Missing (%) | 5.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.98148148 |
| Minimum | 13 |
|---|---|
| Maximum | 97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 15.65 |
| Q1 | 26.5 |
| median | 44.5 |
| Q3 | 61.25 |
| 95-th percentile | 79.75 |
| Maximum | 97 |
| Range | 84 |
| Interquartile range (IQR) | 34.75 |
Descriptive statistics
| Standard deviation | 21.68252121 |
|---|---|
| Coefficient of variation (CV) | 0.4820321718 |
| Kurtosis | -0.7595639394 |
| Mean | 44.98148148 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 0.3296611421 |
| Sum | 2429 |
| Variance | 470.1317261 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 3 | 5.3% |
| 20 | 3 | 5.3% |
| 57 | 3 | 5.3% |
| 29 | 2 | 3.5% |
| 33 | 2 | 3.5% |
| 42 | 2 | 3.5% |
| 68 | 2 | 3.5% |
| 44 | 2 | 3.5% |
| 66 | 2 | 3.5% |
| 25 | 2 | 3.5% |
| Other values (30) | 31 | |
| (Missing) | 3 | 5.3% |
| Value | Count | Frequency (%) |
| 13 | 1 | 1.8% |
| 14 | 1 | 1.8% |
| 15 | 1 | 1.8% |
| 16 | 3 | |
| 19 | 1 | 1.8% |
| 20 | 3 | |
| 22 | 1 | 1.8% |
| 25 | 2 | |
| 26 | 1 | 1.8% |
| 28 | 1 | 1.8% |
| Value | Count | Frequency (%) |
| 97 | 1 | |
| 89 | 1 | |
| 83 | 1 | |
| 78 | 1 | |
| 75 | 1 | |
| 71 | 1 | |
| 70 | 1 | |
| 69 | 1 | |
| 68 | 2 | |
| 66 | 2 |
| Distinct | 57 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.95173684 |
| Minimum | 34.03 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 34.03 |
|---|---|
| 5-th percentile | 46.0514 |
| Q1 | 63.149 |
| median | 74.433 |
| Q3 | 86.012 |
| 95-th percentile | 94.7564 |
| Maximum | 100 |
| Range | 65.97 |
| Interquartile range (IQR) | 22.863 |
Descriptive statistics
| Standard deviation | 15.81173045 |
|---|---|
| Coefficient of variation (CV) | 0.2167423441 |
| Kurtosis | -0.3090373055 |
| Mean | 72.95173684 |
| Median Absolute Deviation (MAD) | 11.579 |
| Skewness | -0.4995096144 |
| Sum | 4158.249 |
| Variance | 250.0108197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60.319 | 1 | 1.8% |
| 68.142 | 1 | 1.8% |
| 90.981 | 1 | 1.8% |
| 76.036 | 1 | 1.8% |
| 94.612 | 1 | 1.8% |
| 80.156 | 1 | 1.8% |
| 42.629 | 1 | 1.8% |
| 62.453 | 1 | 1.8% |
| 91.49 | 1 | 1.8% |
| 86.538 | 1 | 1.8% |
| Other values (47) | 47 |
| Value | Count | Frequency (%) |
| 34.03 | 1 | |
| 36.632 | 1 | |
| 42.629 | 1 | |
| 46.907 | 1 | |
| 48.245 | 1 | |
| 49.949 | 1 | |
| 51.054 | 1 | |
| 53.998 | 1 | |
| 55.68 | 1 | |
| 56.092 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | |
| 98.001 | 1 | |
| 95.334 | 1 | |
| 94.612 | 1 | |
| 92.418 | 1 | |
| 91.87 | 1 | |
| 91.616 | 1 | |
| 91.49 | 1 | |
| 90.981 | 1 | |
| 87.874 | 1 |
| Distinct | 56 |
|---|---|
| Distinct (%) | 98.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.391035088 |
| Minimum | 0.019 |
|---|---|
| Maximum | 14.45 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 0.019 |
|---|---|
| 5-th percentile | 0.93 |
| Q1 | 6.38 |
| median | 8.93 |
| Q3 | 11.43 |
| 95-th percentile | 12.916 |
| Maximum | 14.45 |
| Range | 14.431 |
| Interquartile range (IQR) | 5.05 |
Descriptive statistics
| Standard deviation | 3.703530362 |
|---|---|
| Coefficient of variation (CV) | 0.4413675218 |
| Kurtosis | -0.4245339106 |
| Mean | 8.391035088 |
| Median Absolute Deviation (MAD) | 2.52 |
| Skewness | -0.624320832 |
| Sum | 478.289 |
| Variance | 13.71613714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.23 | 2 | 3.5% |
| 7.17 | 1 | 1.8% |
| 11.71 | 1 | 1.8% |
| 0.85 | 1 | 1.8% |
| 7.99 | 1 | 1.8% |
| 5 | 1 | 1.8% |
| 11.43 | 1 | 1.8% |
| 0.69 | 1 | 1.8% |
| 9.61 | 1 | 1.8% |
| 10.63 | 1 | 1.8% |
| Other values (46) | 46 |
| Value | Count | Frequency (%) |
| 0.019 | 1 | |
| 0.69 | 1 | |
| 0.85 | 1 | |
| 0.95 | 1 | |
| 2.03 | 1 | |
| 2.05 | 1 | |
| 2.45 | 1 | |
| 3.89 | 1 | |
| 4.21 | 1 | |
| 4.41 | 1 |
| Value | Count | Frequency (%) |
| 14.45 | 1 | |
| 13.22 | 1 | |
| 12.94 | 1 | |
| 12.91 | 1 | |
| 12.88 | 1 | |
| 12.77 | 1 | |
| 12.72 | 1 | |
| 12.65 | 1 | |
| 12.33 | 1 | |
| 12.03 | 1 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 584.0 B |
| Beer | |
|---|---|
| Wine | |
| Vodka |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.192982456 |
| Min length | 4 |
Characters and Unicode
| Total characters | 239 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Vodka |
|---|---|
| 2nd row | Beer |
| 3rd row | Wine |
| 4th row | Vodka |
| 5th row | Beer |
Common Values
| Value | Count | Frequency (%) |
| Beer | 34 | |
| Wine | 12 | 21.1% |
| Vodka | 11 | 19.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| beer | 34 | |
| wine | 12 | 21.1% |
| vodka | 11 | 19.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 80 | |
| B | 34 | |
| r | 34 | |
| W | 12 | 5.0% |
| i | 12 | 5.0% |
| n | 12 | 5.0% |
| V | 11 | 4.6% |
| o | 11 | 4.6% |
| d | 11 | 4.6% |
| k | 11 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 182 | |
| Uppercase Letter | 57 | 23.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 80 | |
| r | 34 | |
| i | 12 | 6.6% |
| n | 12 | 6.6% |
| o | 11 | 6.0% |
| d | 11 | 6.0% |
| k | 11 | 6.0% |
| a | 11 | 6.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 34 | |
| W | 12 | 21.1% |
| V | 11 | 19.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 239 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 80 | |
| B | 34 | |
| r | 34 | |
| W | 12 | 5.0% |
| i | 12 | 5.0% |
| n | 12 | 5.0% |
| V | 11 | 4.6% |
| o | 11 | 4.6% |
| d | 11 | 4.6% |
| k | 11 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 80 | |
| B | 34 | |
| r | 34 | |
| W | 12 | 5.0% |
| i | 12 | 5.0% |
| n | 12 | 5.0% |
| V | 11 | 4.6% |
| o | 11 | 4.6% |
| d | 11 | 4.6% |
| k | 11 | 4.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 584.0 B |
| Multicultural | |
|---|---|
| Monoculture |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 12.64912281 |
| Min length | 11 |
Characters and Unicode
| Total characters | 721 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Monoculture |
|---|---|
| 2nd row | Monoculture |
| 3rd row | Monoculture |
| 4th row | Multicultural |
| 5th row | Multicultural |
Common Values
| Value | Count | Frequency (%) |
| Multicultural | 47 | |
| Monoculture | 10 | 17.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| multicultural | 47 | |
| monoculture | 10 | 17.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 161 | |
| l | 151 | |
| t | 104 | |
| M | 57 | 7.9% |
| c | 57 | 7.9% |
| r | 57 | 7.9% |
| i | 47 | 6.5% |
| a | 47 | 6.5% |
| o | 20 | 2.8% |
| n | 10 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 664 | |
| Uppercase Letter | 57 | 7.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 161 | |
| l | 151 | |
| t | 104 | |
| c | 57 | 8.6% |
| r | 57 | 8.6% |
| i | 47 | 7.1% |
| a | 47 | 7.1% |
| o | 20 | 3.0% |
| n | 10 | 1.5% |
| e | 10 | 1.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 57 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 721 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 161 | |
| l | 151 | |
| t | 104 | |
| M | 57 | 7.9% |
| c | 57 | 7.9% |
| r | 57 | 7.9% |
| i | 47 | 6.5% |
| a | 47 | 6.5% |
| o | 20 | 2.8% |
| n | 10 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 721 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 161 | |
| l | 151 | |
| t | 104 | |
| M | 57 | 7.9% |
| c | 57 | 7.9% |
| r | 57 | 7.9% |
| i | 47 | 6.5% |
| a | 47 | 6.5% |
| o | 20 | 2.8% |
| n | 10 | 1.4% |
| Distinct | 6 |
|---|---|
| Distinct (%) | 10.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 584.0 B |
| Roman Catholic | |
|---|---|
| Orthodox Christianity | |
| Islam | |
| Evangelical Church | |
| Irreligion |
Length
| Max length | 21 |
|---|---|
| Median length | 18 |
| Mean length | 13.12280702 |
| Min length | 5 |
Characters and Unicode
| Total characters | 748 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Islam |
|---|---|
| 2nd row | Islam |
| 3rd row | Roman Catholic |
| 4th row | Orthodox Christianity |
| 5th row | Evangelical Church |
Common Values
| Value | Count | Frequency (%) |
| Roman Catholic | 24 | |
| Orthodox Christianity | 9 | 15.8% |
| Islam | 8 | 14.0% |
| Evangelical Church | 6 | 10.5% |
| Irreligion | 5 | 8.8% |
| Other | 5 | 8.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| roman | 24 | |
| catholic | 24 | |
| orthodox | 9 | 9.4% |
| christianity | 9 | 9.4% |
| islam | 8 | 8.3% |
| evangelical | 6 | 6.2% |
| church | 6 | 6.2% |
| irreligion | 5 | 5.2% |
| other | 5 | 5.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 77 | 10.3% |
| o | 71 | 9.5% |
| i | 67 | 9.0% |
| h | 59 | 7.9% |
| t | 56 | 7.5% |
| l | 49 | 6.6% |
| n | 44 | 5.9% |
| 39 | 5.2% | |
| C | 39 | 5.2% |
| r | 39 | 5.2% |
| Other values (14) | 208 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 613 | |
| Uppercase Letter | 96 | 12.8% |
| Space Separator | 39 | 5.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 77 | |
| o | 71 | |
| i | 67 | |
| h | 59 | |
| t | 56 | |
| l | 49 | |
| n | 44 | |
| r | 39 | |
| c | 36 | |
| m | 32 | 5.2% |
| Other values (8) | 83 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 39 | |
| R | 24 | |
| O | 14 | 14.6% |
| I | 13 | 13.5% |
| E | 6 | 6.2% |
Space Separator
| Value | Count | Frequency (%) |
| 39 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 709 | |
| Common | 39 | 5.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 77 | |
| o | 71 | |
| i | 67 | 9.4% |
| h | 59 | 8.3% |
| t | 56 | 7.9% |
| l | 49 | 6.9% |
| n | 44 | 6.2% |
| C | 39 | 5.5% |
| r | 39 | 5.5% |
| c | 36 | 5.1% |
| Other values (13) | 172 |
Common
| Value | Count | Frequency (%) |
| 39 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 748 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 77 | 10.3% |
| o | 71 | 9.5% |
| i | 67 | 9.0% |
| h | 59 | 7.9% |
| t | 56 | 7.5% |
| l | 49 | 6.6% |
| n | 44 | 5.9% |
| 39 | 5.2% | |
| C | 39 | 5.2% |
| r | 39 | 5.2% |
| Other values (14) | 208 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 11 |
| Missing (%) | 19.3% |
| Memory size | 584.0 B |
| Irreligion | |
|---|---|
| Evangelical Church | |
| Roman Catholic | |
| Other | |
| Islam |
Length
| Max length | 21 |
|---|---|
| Median length | 19.5 |
| Mean length | 11.34782609 |
| Min length | 5 |
Characters and Unicode
| Total characters | 522 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Roman Catholic |
|---|---|
| 2nd row | Irreligion |
| 3rd row | Irreligion |
| 4th row | Other |
| 5th row | Irreligion |
Common Values
| Value | Count | Frequency (%) |
| Irreligion | 23 | |
| Evangelical Church | 7 | 12.3% |
| Roman Catholic | 6 | 10.5% |
| Other | 5 | 8.8% |
| Islam | 3 | 5.3% |
| Orthodox Christianity | 2 | 3.5% |
| (Missing) | 11 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| irreligion | 23 | |
| evangelical | 7 | 11.5% |
| church | 7 | 11.5% |
| roman | 6 | 9.8% |
| catholic | 6 | 9.8% |
| other | 5 | 8.2% |
| islam | 3 | 4.9% |
| orthodox | 2 | 3.3% |
| christianity | 2 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 65 | |
| r | 62 | |
| l | 46 | 8.8% |
| o | 39 | 7.5% |
| n | 38 | 7.3% |
| e | 35 | 6.7% |
| a | 31 | 5.9% |
| g | 30 | 5.7% |
| h | 29 | 5.6% |
| I | 26 | 5.0% |
| Other values (14) | 121 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 446 | |
| Uppercase Letter | 61 | 11.7% |
| Space Separator | 15 | 2.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 65 | |
| r | 62 | |
| l | 46 | |
| o | 39 | |
| n | 38 | |
| e | 35 | |
| a | 31 | |
| g | 30 | |
| h | 29 | |
| c | 20 | 4.5% |
| Other values (8) | 51 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 26 | |
| C | 15 | |
| E | 7 | 11.5% |
| O | 7 | 11.5% |
| R | 6 | 9.8% |
Space Separator
| Value | Count | Frequency (%) |
| 15 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 507 | |
| Common | 15 | 2.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 65 | |
| r | 62 | |
| l | 46 | |
| o | 39 | 7.7% |
| n | 38 | 7.5% |
| e | 35 | 6.9% |
| a | 31 | 6.1% |
| g | 30 | 5.9% |
| h | 29 | 5.7% |
| I | 26 | 5.1% |
| Other values (13) | 106 |
Common
| Value | Count | Frequency (%) |
| 15 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 522 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 65 | |
| r | 62 | |
| l | 46 | 8.8% |
| o | 39 | 7.5% |
| n | 38 | 7.3% |
| e | 35 | 6.7% |
| a | 31 | 5.9% |
| g | 30 | 5.7% |
| h | 29 | 5.6% |
| I | 26 | 5.0% |
| Other values (14) | 121 |
Work_time
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 5 |
| Missing (%) | 8.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1850.069231 |
| Minimum | 1353.89 |
|---|---|
| Maximum | 2255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 1353.89 |
|---|---|
| 5-th percentile | 1424.3725 |
| Q1 | 1682.4425 |
| median | 1850.35 |
| Q3 | 2031.3825 |
| 95-th percentile | 2237.8515 |
| Maximum | 2255 |
| Range | 901.11 |
| Interquartile range (IQR) | 348.94 |
Descriptive statistics
| Standard deviation | 247.2139262 |
|---|---|
| Coefficient of variation (CV) | 0.1336241488 |
| Kurtosis | -0.8572027812 |
| Mean | 1850.069231 |
| Median Absolute Deviation (MAD) | 179.115 |
| Skewness | -0.1032938746 |
| Sum | 96203.6 |
| Variance | 61114.72532 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2113.65 | 1 | 1.8% |
| 1932.46 | 1 | 1.8% |
| 1874.6 | 1 | 1.8% |
| 1844.02 | 1 | 1.8% |
| 1518.86 | 1 | 1.8% |
| 2238.27 | 1 | 1.8% |
| 2040.03 | 1 | 1.8% |
| 2255 | 1 | 1.8% |
| 1952.39 | 1 | 1.8% |
| 1430.02 | 1 | 1.8% |
| Other values (42) | 42 | |
| (Missing) | 5 | 8.8% |
| Value | Count | Frequency (%) |
| 1353.89 | 1 | |
| 1400.38 | 1 | |
| 1417.47 | 1 | |
| 1430.02 | 1 | |
| 1514.14 | 1 | |
| 1518.86 | 1 | |
| 1544.27 | 1 | |
| 1552.35 | 1 | |
| 1589.68 | 1 | |
| 1609.29 | 1 |
| Value | Count | Frequency (%) |
| 2255 | 1 | |
| 2238.27 | 1 | |
| 2238 | 1 | |
| 2237.73 | 1 | |
| 2232.35 | 1 | |
| 2185.45 | 1 | |
| 2165.4 | 1 | |
| 2148.56 | 1 | |
| 2141.94 | 1 | |
| 2117.01 | 1 |
| Distinct | 40 |
|---|---|
| Distinct (%) | 70.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.63157895 |
| Minimum | 26 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 26 |
|---|---|
| 5-th percentile | 31.2 |
| Q1 | 36 |
| median | 49 |
| Q3 | 72 |
| 95-th percentile | 87.2 |
| Maximum | 90 |
| Range | 64 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 20.19337902 |
|---|---|
| Coefficient of variation (CV) | 0.3696283251 |
| Kurtosis | -1.274577515 |
| Mean | 54.63157895 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.4045000333 |
| Sum | 3114 |
| Variance | 407.7725564 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 4 | 7.0% |
| 36 | 4 | 7.0% |
| 49 | 3 | 5.3% |
| 38 | 3 | 5.3% |
| 43 | 2 | 3.5% |
| 87 | 2 | 3.5% |
| 90 | 2 | 3.5% |
| 72 | 2 | 3.5% |
| 33 | 2 | 3.5% |
| 42 | 2 | 3.5% |
| Other values (30) | 31 |
| Value | Count | Frequency (%) |
| 26 | 1 | 1.8% |
| 27 | 1 | 1.8% |
| 28 | 1 | 1.8% |
| 32 | 1 | 1.8% |
| 33 | 2 | |
| 34 | 4 | |
| 35 | 1 | 1.8% |
| 36 | 4 | |
| 37 | 1 | 1.8% |
| 38 | 3 |
| Value | Count | Frequency (%) |
| 90 | 2 | |
| 88 | 1 | |
| 87 | 2 | |
| 86 | 1 | |
| 85 | 2 | |
| 84 | 1 | |
| 80 | 1 | |
| 79 | 1 | |
| 75 | 1 | |
| 74 | 1 |
| Distinct | 55 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 3.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.16254545 |
| Minimum | 0 |
|---|---|
| Maximum | 29.71 |
| Zeros | 1 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.693 |
| Q1 | 6.265 |
| median | 12.27 |
| Q3 | 15.615 |
| 95-th percentile | 24.607 |
| Maximum | 29.71 |
| Range | 29.71 |
| Interquartile range (IQR) | 9.35 |
Descriptive statistics
| Standard deviation | 6.827688514 |
|---|---|
| Coefficient of variation (CV) | 0.5613700306 |
| Kurtosis | -0.2611133336 |
| Mean | 12.16254545 |
| Median Absolute Deviation (MAD) | 5.61 |
| Skewness | 0.386337614 |
| Sum | 668.94 |
| Variance | 46.61733044 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.93 | 1 | 1.8% |
| 11.37 | 1 | 1.8% |
| 5.81 | 1 | 1.8% |
| 10.52 | 1 | 1.8% |
| 9.81 | 1 | 1.8% |
| 8.76 | 1 | 1.8% |
| 5.35 | 1 | 1.8% |
| 15.63 | 1 | 1.8% |
| 15.5 | 1 | 1.8% |
| 12.16 | 1 | 1.8% |
| Other values (45) | 45 | |
| (Missing) | 2 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.93 | 1 | |
| 2.28 | 1 | |
| 2.87 | 1 | |
| 3.26 | 1 | |
| 3.5 | 1 | |
| 3.92 | 1 | |
| 4.85 | 1 | |
| 5.28 | 1 | |
| 5.35 | 1 |
| Value | Count | Frequency (%) |
| 29.71 | 1 | |
| 26.8 | 1 | |
| 24.74 | 1 | |
| 24.55 | 1 | |
| 22.5 | 1 | |
| 20.26 | 1 | |
| 18.91 | 1 | |
| 18.87 | 1 | |
| 18.55 | 1 | |
| 18.54 | 1 |
Democracy
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 29 |
|---|---|
| Distinct (%) | 50.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.87719298 |
| Minimum | 0 |
|---|---|
| Maximum | 170 |
| Zeros | 14 |
| Zeros (%) | 24.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 29 |
| Q3 | 70 |
| 95-th percentile | 107.2 |
| Maximum | 170 |
| Range | 170 |
| Interquartile range (IQR) | 61 |
Descriptive statistics
| Standard deviation | 40.49341665 |
|---|---|
| Coefficient of variation (CV) | 0.9906114803 |
| Kurtosis | 1.647036159 |
| Mean | 40.87719298 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 1.291554555 |
| Sum | 2330 |
| Variance | 1639.716792 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 29 | 5 | 8.8% |
| 28 | 4 | 7.0% |
| 73 | 4 | 7.0% |
| 72 | 3 | 5.3% |
| 70 | 2 | 3.5% |
| 97 | 2 | 3.5% |
| 22 | 2 | 3.5% |
| 41 | 1 | 1.8% |
| 67 | 1 | 1.8% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 9 | 1 | 1.8% |
| 14 | 1 | 1.8% |
| 18 | 1 | 1.8% |
| 19 | 1 | 1.8% |
| 20 | 1 | 1.8% |
| 22 | 2 | 3.5% |
| 23 | 1 | 1.8% |
| 26 | 1 | 1.8% |
| 28 | 4 | 7.0% |
| Value | Count | Frequency (%) |
| 170 | 1 | 1.8% |
| 161 | 1 | 1.8% |
| 132 | 1 | 1.8% |
| 101 | 1 | 1.8% |
| 100 | 1 | 1.8% |
| 97 | 2 | |
| 73 | 4 | |
| 72 | 3 | |
| 70 | 2 | |
| 67 | 1 | 1.8% |
| Distinct | 38 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.77175439 |
| Minimum | 27.61 |
|---|---|
| Maximum | 91.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 584.0 B |
Quantile statistics
| Minimum | 27.61 |
|---|---|
| 5-th percentile | 34.55 |
| Q1 | 66.3 |
| median | 72.22 |
| Q3 | 78.81 |
| 95-th percentile | 83.582 |
| Maximum | 91.76 |
| Range | 64.15 |
| Interquartile range (IQR) | 12.51 |
Descriptive statistics
| Standard deviation | 15.50409567 |
|---|---|
| Coefficient of variation (CV) | 0.2254427826 |
| Kurtosis | 1.219954864 |
| Mean | 68.77175439 |
| Median Absolute Deviation (MAD) | 6.59 |
| Skewness | -1.371449566 |
| Sum | 3919.99 |
| Variance | 240.3769826 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 69.6 | 8 | 14.0% |
| 75.03 | 4 | 7.0% |
| 78.81 | 3 | 5.3% |
| 83.28 | 3 | 5.3% |
| 38.05 | 2 | 3.5% |
| 51.19 | 2 | 3.5% |
| 66.3 | 2 | 3.5% |
| 27.61 | 2 | 3.5% |
| 78.3 | 2 | 3.5% |
| 72.22 | 1 | 1.8% |
| Other values (28) | 28 |
| Value | Count | Frequency (%) |
| 27.61 | 2 | |
| 28.91 | 1 | |
| 35.96 | 1 | |
| 38.05 | 2 | |
| 43.53 | 1 | |
| 50.53 | 1 | |
| 51.19 | 2 | |
| 62.15 | 1 | |
| 64.22 | 1 | |
| 64.49 | 1 |
| Value | Count | Frequency (%) |
| 91.76 | 1 | 1.8% |
| 87.07 | 1 | 1.8% |
| 84.19 | 1 | 1.8% |
| 83.43 | 1 | 1.8% |
| 83.28 | 3 | |
| 83.23 | 1 | 1.8% |
| 81.6 | 1 | 1.8% |
| 80.86 | 1 | 1.8% |
| 80.4 | 1 | 1.8% |
| 79.76 | 1 | 1.8% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Country | Skrót | New_business_density | PDI | IDV | MAS | UAI | LTO | IVR | Urban_population | Alcohol_consumption | Alcohol | Cultural_cohesion | Religion | Religion_2 | Work_time | Corruption | Education | Democracy | Vacc | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Albania | ALB | 1.52 | 90 | 20 | 80 | 70 | 61.00 | 15.00 | 60.32 | 7.17 | Vodka | Monoculture | Islam | Roman Catholic | 2113.65 | 33 | 0.93 | 14 | 43.53 |
| 1 | Algeria | DZA | 0.35 | 80 | 35 | 35 | 70 | 26.00 | 32.00 | 72.63 | 0.95 | Beer | Monoculture | Islam | NaN | 2165.40 | 34 | 6.66 | 0 | 83.28 |
| 2 | Argentina | ARG | 0.20 | 49 | 46 | 56 | 86 | 20.00 | 62.00 | 91.87 | 9.65 | Wine | Monoculture | Roman Catholic | Irreligion | 1691.54 | 35 | 2.87 | 35 | 87.07 |
| 3 | Armenia | ARM | 3.05 | 85 | 22 | 50 | 88 | 61.00 | 25.00 | 63.15 | 5.55 | Vodka | Multicultural | Orthodox Christianity | NaN | 1977.25 | 34 | 15.03 | 0 | 35.96 |
| 4 | Australia | AUS | 14.47 | 38 | 90 | 61 | 51 | 21.00 | 71.00 | 86.01 | 10.51 | Beer | Multicultural | Evangelical Church | Irreligion | 1731.49 | 85 | 18.52 | 161 | 84.19 |
| 5 | Azerbaijan | AZE | 1.66 | 85 | 22 | 50 | 88 | 61.00 | 22.00 | 55.68 | 4.41 | Beer | Multicultural | Islam | NaN | 1916.69 | 27 | NaN | 0 | 51.19 |
| 6 | Bangladesh | BGD | 0.04 | 80 | 20 | 55 | 60 | 47.00 | 20.00 | 36.63 | 0.02 | Beer | Monoculture | Islam | Other | 2232.35 | 26 | 2.28 | 0 | 62.15 |
| 7 | Belgium | BEL | 3.37 | 65 | 75 | 54 | 94 | 82.00 | 57.00 | 98.00 | 11.08 | Beer | Multicultural | Roman Catholic | Irreligion | 1544.27 | 75 | 17.69 | 72 | 51.19 |
| 8 | Bosnia and Herzegovina | BIH | 1.09 | 90 | 22 | 48 | 87 | 70.00 | 44.00 | 48.24 | 7.15 | Beer | Multicultural | Islam | Orthodox Christianity | 2141.94 | 42 | NaN | 22 | 28.91 |
| 9 | Brazil | BRA | 1.29 | 69 | 38 | 49 | 76 | 44.00 | 59.00 | 86.57 | 7.42 | Beer | Multicultural | Roman Catholic | Evangelical Church | 1709.49 | 43 | 5.63 | 32 | 27.61 |
Last rows
| Country | Skrót | New_business_density | PDI | IDV | MAS | UAI | LTO | IVR | Urban_population | Alcohol_consumption | Alcohol | Cultural_cohesion | Religion | Religion_2 | Work_time | Corruption | Education | Democracy | Vacc | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 47 | Serbia | SRB | 1.88 | 86 | 25 | 43 | 92 | 52.00 | 28.00 | 56.09 | 8.75 | Wine | Multicultural | Orthodox Christianity | NaN | NaN | 39 | 8.97 | 0 | 69.60 |
| 48 | Singapore | SGP | 10.01 | 74 | 20 | 48 | 8 | 72.00 | 46.00 | 100.00 | 2.03 | Beer | Multicultural | Other | Irreligion | 2237.73 | 87 | 29.71 | 0 | 69.60 |
| 49 | Spain | ESP | 3.07 | 57 | 51 | 42 | 86 | 48.00 | 44.00 | 80.32 | 12.72 | Beer | Multicultural | Roman Catholic | Irreligion | 1686.50 | 65 | 14.96 | 41 | 83.28 |
| 50 | Sweden | SWE | 7.18 | 31 | 71 | 5 | 29 | 53.00 | 78.00 | 87.43 | 8.93 | Wine | Multicultural | Evangelical Church | Irreligion | 1609.29 | 88 | 14.93 | 97 | 69.60 |
| 51 | Switzerland | CHE | 4.53 | 34 | 68 | 70 | 58 | 74.00 | 66.00 | 73.80 | 11.53 | Wine | Multicultural | Roman Catholic | Irreligion | 1589.68 | 86 | 17.88 | 170 | 27.61 |
| 52 | Thailand | THA | 1.13 | 64 | 20 | 34 | 64 | 32.00 | 45.00 | 49.95 | 8.30 | Vodka | Multicultural | Other | NaN | 2185.45 | 37 | 10.47 | 0 | 74.91 |
| 53 | Turkey | TUR | 1.56 | 66 | 37 | 45 | 85 | 46.00 | 49.00 | 75.14 | 2.05 | Beer | Multicultural | Islam | Irreligion | 1832.00 | 49 | 5.28 | 0 | 67.54 |
| 54 | Ukraine | UKR | 1.68 | 92 | 25 | 27 | 95 | 86.00 | 14.00 | 69.35 | 8.32 | Vodka | Multicultural | Orthodox Christianity | Roman Catholic | NaN | 32 | 24.55 | 0 | 76.79 |
| 55 | United Kingdom | GBR | 15.65 | 35 | 89 | 66 | 35 | 51.00 | 69.00 | 83.40 | 11.45 | Beer | Multicultural | Other | Irreligion | 1670.27 | 74 | 15.31 | 100 | 75.20 |
| 56 | Uruguay | URY | 1.26 | 61 | 36 | 38 | 98 | 26.00 | 53.00 | 95.33 | 6.92 | Wine | Multicultural | Roman Catholic | Irreligion | 1552.35 | 72 | 3.50 | 34 | 83.43 |